Comment on Who makes money when AI reads the internet for us?
dantheclamman@lemmy.world 4 months agoWe are barreling towards this issue. StackOverflow for example has crashing viewer numbers. But an AI isn’t going to help users navigate and figure out a new python library for example, without data to train on. I’ve already had AIs straight up hallucinate about functions in R that actually don’t exist. It seems to happen primarily in the newer libraries, probably with fewer posts on stackexchange about them
GenderNeutralBro@lemmy.sdf.org 4 months ago
Current AI will not. Future AI should be able to as long as there is accurate documentation. This is the natural direction for advancement. The only way it doesn’t happen is if we’ve truly hit the plateau already, and that seems very unlikely. GPT-4 is going to look like a cheap toy in a few years, most likely.
And if the AI researchers can’t crack that nut fast enough, then API developers will write more machine-friendly documentation and training functions. It could be as ubiquitous as unit testing.
FaceDeer@kbin.social 4 months ago
Current AI can already "read" documentation that isn't part of its training set, actually. Bing Chat, for example, does websearches and bases its answers in part on the text of the pages it finds. I've got a local AI, GPT4All, that you can point at a directory full of documents and tell "include that in your context when answering questions." So we're we're already getting there.
GenderNeutralBro@lemmy.sdf.org 4 months ago
Getting there, but I can say from experience that it’s mostly useless with the current offerings. I’ve tried using GPT4 and Claude2 to give me answers for less-popular command line tools and Python modules by pointing them to complete docs, and I was not able to get meaningful answers. :(
Perhaps you could automate a more exhaustive fine-tuning of an LLM based on such material. I have not tried that, and I am not well-versed in the process.
FaceDeer@kbin.social 4 months ago
I'm thinking a potentially useful middle ground might be to have the AI digest the documentation into an easier-to-understand form first, and then have it query that digest for context later when you're asking it questions about stuff. GPT4All already does something a little similar in that it needs to build a search index for the data before it can make use of it.
sanguine_artichoke@midwest.social 4 months ago
What about Github Copilot? It has tons of material available for training. Of course, it’s not necessarily all bug-free or well written.